AEmotionStudio / NormalCrafter

huggingface.co
Total runs: 8
24-hour runs: 1
7-day runs: -1
30-day runs: -3
Model's Last Updated: March 13 2026
image-to-video

Introduction of NormalCrafter

Model Details of NormalCrafter

NormalCrafter — Video Normal Map Estimation

Mirror of Yanrui95/NormalCrafter hosted by AEmotionStudio for use with ComfyUI-FFMPEGA .

Model Description

NormalCrafter generates temporally consistent surface normal maps from video using a Stable Video Diffusion (SVD) backbone fine-tuned for normal estimation. Unlike image-based methods (e.g., Marigold), NormalCrafter operates natively on video sequences, producing smooth frame-to-frame normals without flickering.

Key Features
  • Video-native : Processes temporal sequences for coherent normals across frames
  • SVD backbone : Built on stabilityai/stable-video-diffusion-img2vid-xt
  • High resolution : Supports up to 1024px inference
  • Apache-2.0 Licensed : Free for commercial and personal use
Model Files
File Size Description
unet/diffusion_pytorch_model.safetensors 3.05 GB Fine-tuned UNet for normal estimation
image_encoder/model.fp16.safetensors 1.26 GB CLIP image encoder (fp16)
vae/diffusion_pytorch_model.safetensors 196 MB VAE decoder
Usage in ComfyUI-FFMPEGA

NormalCrafter is available as:

  • Standalone skill : normalcrafter in the FFMPEGA agent
  • No-LLM mode : Select normalcrafter in the agent node dropdown
  • AI Relighting : Enable "Use NormalCrafter" in the Video Editor's Relight panel for physically-based relighting
Citation
@article{normalcrafter2024,
  title={NormalCrafter: Learning Temporally Consistent Normals from Video Diffusion Priors},
  author={Yanrui Bin and Wenbo Hu and Haoyuan Wang and Xinya Chen and Bing Wang},
  year={2024}
}
License

Both licenses are permissive and allow commercial use.

Links

Runs of AEmotionStudio NormalCrafter on huggingface.co

8
Total runs
1
24-hour runs
-1
3-day runs
-1
7-day runs
-3
30-day runs

More Information About NormalCrafter huggingface.co Model

More NormalCrafter license Visit here:

https://choosealicense.com/licenses/apache-2.0

NormalCrafter huggingface.co

NormalCrafter huggingface.co is an AI model on huggingface.co that provides NormalCrafter's model effect (), which can be used instantly with this AEmotionStudio NormalCrafter model. huggingface.co supports a free trial of the NormalCrafter model, and also provides paid use of the NormalCrafter. Support call NormalCrafter model through api, including Node.js, Python, http.

AEmotionStudio NormalCrafter online free

NormalCrafter huggingface.co is an online trial and call api platform, which integrates NormalCrafter's modeling effects, including api services, and provides a free online trial of NormalCrafter, you can try NormalCrafter online for free by clicking the link below.

AEmotionStudio NormalCrafter online free url in huggingface.co:

https://huggingface.co/AEmotionStudio/NormalCrafter

NormalCrafter install

NormalCrafter is an open source model from GitHub that offers a free installation service, and any user can find NormalCrafter on GitHub to install. At the same time, huggingface.co provides the effect of NormalCrafter install, users can directly use NormalCrafter installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

NormalCrafter install url in huggingface.co:

https://huggingface.co/AEmotionStudio/NormalCrafter

Url of NormalCrafter

Provider of NormalCrafter huggingface.co

AEmotionStudio
ORGANIZATIONS

Other API from AEmotionStudio

huggingface.co

Total runs: 153
Run Growth: -197
Growth Rate: -127.10%
Updated:February 25 2026